April 09, 2015
At the end of June
In the beginning of December
The Data
The raw data are available on GitHub. Here is a screenshot.
Thoughts on the Raw Data
- Data are collected at the Country and County levels
- There's a separate file for each date
- There are a lot of potential variables
- Rows and columns are backwards
Cleaned Data
The cleaned data from the month of July
Examining the Variables over Time
Total Cases by County
Map of Liberia
Adjusting for Population Size
Removing 10/28 and 11/4 Data
Streamgraph Visualization
Dimple Visualization
Animation over time
This is better when viewed in another tab. Here's a screenshot.
Thanks
- The R Core Team
- RStudio for R Markdown
- Caitlin Rivers for putting together the ebola data
- Joe Cheng and Yihui Xie for the leaflet package
- Jonathan Owen for the rhandsontable package
- Hadley Wickham for the
dplyr,tidyr, andggplot2packages - Kenton Russell for the imageR and rcdimple packages
- Bob Rudis for the streamgraph package
- Toby Dylan Hocking, Susan VanderPlas, and Carson Sievert for the animint package
- Ramnath Vaidanathan, the RStudio people, and Kenton Russell for the htmlwidgets package
- Mike Bostock for D3.js